diff --git a/.astro/content.d.ts b/.astro/content.d.ts
index fabc448..2a98031 100644
--- a/.astro/content.d.ts
+++ b/.astro/content.d.ts
@@ -164,9 +164,11 @@ declare module 'astro:content' {
 	type DataEntryMap = {
 		"knowledgebase": Record<string, {
   id: string;
-  body?: string;
+  render(): Render[".md"];
+  slug: string;
+  body: string;
   collection: "knowledgebase";
-  data: any;
+  data: InferEntrySchema<"knowledgebase">;
   rendered?: RenderedContent;
   filePath?: string;
 }>;
diff --git a/.env.example b/.env.example
index d2a8622..73f7ea9 100644
--- a/.env.example
+++ b/.env.example
@@ -30,6 +30,7 @@ NODE_ENV=development
 # Set to true to require authentication (RECOMMENDED for production)
 AUTHENTICATION_NECESSARY_CONTRIBUTIONS=false
 AUTHENTICATION_NECESSARY_AI=false
+AUTHENTICATION_NECESSARY_GATEDCONTENT=true
 
 # OIDC Provider Configuration
 OIDC_ENDPOINT=https://your-nextcloud.com/index.php/apps/oidc
diff --git a/src/content/config.ts b/src/content/config.ts
index 058a80b..32bc781 100644
--- a/src/content/config.ts
+++ b/src/content/config.ts
@@ -16,6 +16,11 @@ const knowledgebaseCollection = defineCollection({
     tags: z.array(z.string()).default([]),
     
     published: z.boolean().default(true),
+    gated_content: z.boolean().default(false), // NEW: Gated content flag
     
   })
-});
\ No newline at end of file
+});
+
+export const collections = {
+  knowledgebase: knowledgebaseCollection
+};
\ No newline at end of file
diff --git a/src/content/knowledgebase/tool-velociraptor.md b/src/content/knowledgebase/tool-velociraptor.md
index efd55f2..ab4afa5 100644
--- a/src/content/knowledgebase/tool-velociraptor.md
+++ b/src/content/knowledgebase/tool-velociraptor.md
@@ -6,6 +6,7 @@ last_updated: 2025-07-20
 author: "Claude 4 Sonnett (Prompt: Mario Stöckl)"
 difficulty: "advanced"
 categories: ["incident-response", "malware-analysis", "network-forensics"]
+gated_content: true
 tags: ["web-based", "endpoint-monitoring", "artifact-extraction", "scripting", "live-forensics", "hunting"]
 sections:
   overview: true
diff --git a/src/env.d.ts b/src/env.d.ts
index f8019ef..7583911 100644
--- a/src/env.d.ts
+++ b/src/env.d.ts
@@ -25,9 +25,9 @@ declare global {
     findToolByIdentifier: (tools: any[], identifier: string) => any | undefined;
     isToolHosted: (tool: any) => boolean;
 
-    checkClientAuth: (context?: string) => Promise<{authenticated: boolean; authRequired: boolean; expires?: string}>;
-    requireClientAuth: (callback?: () => void, returnUrl?: string, context?: string) => Promise<boolean>;
-    showIfAuthenticated: (selector: string, context?: string) => Promise<void>;
+    checkClientAuth: (context?: 'contributions' | 'ai' | 'general' | 'gatedcontent') => Promise<{authenticated: boolean; authRequired: boolean; expires?: string}>;
+    requireClientAuth: (callback?: () => void, returnUrl?: string, context?: 'contributions' | 'ai' | 'general' | 'gatedcontent') => Promise<boolean>;
+    showIfAuthenticated: (selector: string, context?: 'contributions' | 'ai' | 'general' | 'gatedcontent') => Promise<void>;
     setupAuthButtons: (selector?: string) => void;
 
     scrollToElement: (element: Element | null, options?: ScrollIntoViewOptions) => void;
diff --git a/src/pages/api/auth/status.ts b/src/pages/api/auth/status.ts
index 3dfb749..cd67258 100644
--- a/src/pages/api/auth/status.ts
+++ b/src/pages/api/auth/status.ts
@@ -9,13 +9,16 @@ export const GET: APIRoute = async ({ request }) => {
   return await handleAPIRequest(async () => {
     const contributionAuth = await withAPIAuth(request, 'contributions');
     const aiAuth = await withAPIAuth(request, 'ai');
+    const gatedContentAuth = await withAPIAuth(request, 'gatedcontent'); // ADDED
     
     return apiResponse.success({
-      authenticated: contributionAuth.authenticated || aiAuth.authenticated,
+      authenticated: contributionAuth.authenticated || aiAuth.authenticated || gatedContentAuth.authenticated,
       contributionAuthRequired: contributionAuth.authRequired,
       aiAuthRequired: aiAuth.authRequired,
+      gatedContentAuthRequired: gatedContentAuth.authRequired, // ADDED
       contributionAuthenticated: contributionAuth.authenticated,
       aiAuthenticated: aiAuth.authenticated,
+      gatedContentAuthenticated: gatedContentAuth.authenticated, // ADDED
       expires: contributionAuth.session?.exp ? new Date(contributionAuth.session.exp * 1000).toISOString() : null
     });
   }, 'Status check failed');
diff --git a/src/pages/contribute/knowledgebase.astro b/src/pages/contribute/knowledgebase.astro
index 95874fa..54130f0 100644
--- a/src/pages/contribute/knowledgebase.astro
+++ b/src/pages/contribute/knowledgebase.astro
@@ -166,6 +166,14 @@ const sortedTools = data.tools.sort((a: any, b: any) => a.name.localeCompare(b.n
             </div>
           </div>
 
+          <div class="form-group">
+            <label class="checkbox-wrapper">
+              <input type="checkbox" id="gated-content" name="gatedContent" />
+              <span>🔒 Als geschützten Inhalt markieren (Authentifizierung erforderlich)</span>
+            </label>
+            <small class="form-help">Nur für interne oder vertrauliche Inhalte</small>
+          </div>
+
           <div class="form-group">
             <label for="reason" class="form-label">Grund für den Beitrag (Optional)</label>
             <textarea 
diff --git a/src/pages/knowledgebase.astro b/src/pages/knowledgebase.astro
index 1da2f64..0889c8d 100644
--- a/src/pages/knowledgebase.astro
+++ b/src/pages/knowledgebase.astro
@@ -3,12 +3,16 @@ import BaseLayout from '../layouts/BaseLayout.astro';
 import { getCollection } from 'astro:content';
 import { getToolsData } from '../utils/dataService.js';
 import ContributionButton from '../components/ContributionButton.astro';
+import { isGatedContentAuthRequired } from '../utils/auth.js';
 
 const data = await getToolsData();
 const allKnowledgebaseEntries = await getCollection('knowledgebase', (entry) => {
   return entry.data.published !== false;
 });
 
+// Check if gated content authentication is enabled globally
+const gatedContentAuthEnabled = isGatedContentAuthRequired();
+
 const knowledgebaseEntries = allKnowledgebaseEntries.map((entry) => {
   const associatedTool = entry.data.tool_name 
     ? data.tools.find((tool: any) => tool.name === entry.data.tool_name)
@@ -23,6 +27,7 @@ const knowledgebaseEntries = allKnowledgebaseEntries.map((entry) => {
     difficulty: entry.data.difficulty,
     categories: entry.data.categories || [],
     tags: entry.data.tags || [],
+    gated_content: entry.data.gated_content || false, // NEW: Include gated content flag
     
     tool_name: entry.data.tool_name,
     related_tools: entry.data.related_tools || [],
@@ -39,6 +44,10 @@ const knowledgebaseEntries = allKnowledgebaseEntries.map((entry) => {
 });
 
 knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
+
+// Count gated vs public articles for statistics
+const gatedCount = knowledgebaseEntries.filter(entry => entry.gated_content).length;
+const publicCount = knowledgebaseEntries.length - gatedCount;
 ---
 
 <BaseLayout title="Knowledgebase" description="Extended documentation and insights for DFIR tools">
@@ -52,6 +61,24 @@ knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
         Praktische Erfahrungen, Konfigurationshinweise und Lektionen aus der Praxis
       </p>
       
+      {gatedContentAuthEnabled && gatedCount > 0 && (
+        <div class="gated-content-info mb-4 p-3 rounded" style="background-color: var(--color-bg-secondary); border: 1px solid var(--color-border);">
+          <div class="flex items-center justify-center gap-2 text-sm text-secondary">
+            <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
+              <rect x="3" y="11" width="18" height="11" rx="2" ry="2"/>
+              <circle cx="12" cy="16" r="1"/>
+              <path d="M7 11V7a5 5 0 0 1 10 0v4"/>
+            </svg>
+            <span>
+              {gatedCount} geschützte Artikel • {publicCount} öffentliche Artikel
+            </span>
+          </div>
+          <p class="text-xs text-secondary mt-1">
+            🔒 Geschützte Artikel erfordern Authentifizierung
+          </p>
+        </div>
+      )}
+      
       <div class="flex gap-4 justify-center flex-wrap">
         <ContributionButton type="write" variant="primary" text="Artikel schreiben" style="padding: 0.75rem 1.5rem;" />
         <button onclick="window.scrollToElementById('kb-entries')" class="btn btn-secondary" style="padding: 0.75rem 1.5rem;">
@@ -60,7 +87,7 @@ knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
             <line x1="21" y1="21" x2="16.65" y2="16.65"/>
           </svg>
           Artikel durchsuchen
-        </a>
+        </button>
       </div>
     </div>
 
@@ -107,6 +134,7 @@ knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
             const isMethod = hasAssociatedTool && entry.associatedTool.type === 'method';
             const isConcept = hasAssociatedTool && entry.associatedTool.type === 'concept';
             const isStandalone = !hasAssociatedTool;
+            const isGated = entry.gated_content === true;
             
             const articleUrl = `/knowledgebase/${entry.slug}`;
             
@@ -116,6 +144,7 @@ knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
                 id={`kb-${entry.slug}`} 
                 data-tool-name={entry.title.toLowerCase()}
                 data-article-type={isStandalone ? 'standalone' : 'tool-associated'}
+                data-gated={isGated}
                 onclick={`window.location.href='${articleUrl}'`}
               >
                 <!-- Card Header -->
@@ -125,6 +154,11 @@ knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
                     <div class="min-w-0 flex-1">
                       <h3 class="text-lg font-semibold text-primary mb-1 leading-tight">
                         {entry.title}
+                        {isGated && gatedContentAuthEnabled && (
+                          <span class="gated-indicator ml-2" title="Geschützter Inhalt - Authentifizierung erforderlich">
+                            🔒
+                          </span>
+                        )}
                       </h3>
                       <div class="flex gap-2 flex-wrap mb-2">
                         {isStandalone && <span class="badge" style="background-color: var(--color-accent); color: white;">Artikel</span>}
@@ -134,6 +168,7 @@ knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
                         {hasValidProjectUrl && <span class="badge badge-primary">CC24-Server</span>}
                         {hasAssociatedTool && entry.associatedTool.license !== 'Proprietary' && !isMethod && !isConcept && <span class="badge badge-success">Open Source</span>}
                         <span class="badge badge-error">📖</span>
+                        {isGated && gatedContentAuthEnabled && <span class="badge badge-warning">🔒</span>}
                       </div>
                     </div>
                   </div>
@@ -145,7 +180,7 @@ knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
                         <polyline points="15 3 21 3 21 9"/>
                         <line x1="10" y1="14" x2="21" y2="3"/>
                       </svg>
-                      Öffnen
+                      {isGated && gatedContentAuthEnabled ? 'Anmelden' : 'Öffnen'}
                     </a>
                     <button 
                       class="btn btn-secondary btn-sm"
@@ -168,6 +203,16 @@ knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
                 <!-- Description -->
                 <p class="text-secondary mb-4 leading-relaxed">
                   {entry.description}
+                  {isGated && gatedContentAuthEnabled && (
+                    <span class="gated-content-hint ml-2 text-xs">
+                      <svg width="12" height="12" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" style="display: inline; margin-right: 0.25rem;">
+                        <rect x="3" y="11" width="18" height="11" rx="2" ry="2"/>
+                        <circle cx="12" cy="16" r="1"/>
+                        <path d="M7 11V7a5 5 0 0 1 10 0v4"/>
+                      </svg>
+                      Authentifizierung erforderlich
+                    </span>
+                  )}
                 </p>
 
                 <!-- Metadata Footer -->
@@ -299,7 +344,26 @@ knowledgebaseEntries.sort((a: any, b: any) => a.title.localeCompare(b.title));
         lastScrollY = window.scrollY;
       }
     });
-
-
   });
-</script>
\ No newline at end of file
+</script>
+
+<style>
+  .gated-indicator {
+    font-size: 0.875rem;
+    opacity: 0.8;
+  }
+  
+  .gated-content-hint {
+    color: var(--color-warning);
+    font-weight: 500;
+  }
+  
+  .kb-entry[data-gated="true"] {
+    border-left: 3px solid var(--color-warning);
+  }
+  
+  .gated-content-info {
+    border-left: 4px solid var(--color-warning) !important;
+  }
+</style>
+</BaseLayout>
\ No newline at end of file
diff --git a/src/pages/knowledgebase/[slug].astro b/src/pages/knowledgebase/[slug].astro
index fb47cb0..492bed7 100644
--- a/src/pages/knowledgebase/[slug].astro
+++ b/src/pages/knowledgebase/[slug].astro
@@ -2,6 +2,7 @@
 import { getCollection } from 'astro:content';
 import BaseLayout from '../../layouts/BaseLayout.astro';
 import { getToolsData } from '../../utils/dataService.js';
+import { isGatedContentAuthRequired } from '../../utils/auth.js';
 
 export const prerender = true;
 
@@ -20,6 +21,13 @@ export async function getStaticPaths() {
 
 const { entry }: { entry: any } = Astro.props;
 
+// Check if this article is gated and if gated content auth is required globally
+const isGatedContent = entry.data.gated_content === true;
+const gatedContentAuthRequired = isGatedContentAuthRequired();
+const requiresAuth = isGatedContent && gatedContentAuthRequired;
+
+console.log(`[GATED CONTENT] Article: ${entry.data.title}, Gated: ${isGatedContent}, Auth Required: ${requiresAuth}`);
+
 const { Content } = await entry.render();
 
 const data = await getToolsData();
@@ -52,6 +60,68 @@ const currentUrl = Astro.url.href;
 ---
 
 <BaseLayout title={entry.data.title} description={entry.data.description}>
+  {requiresAuth && (
+    <script define:vars={{ requiresAuth, articleTitle: entry.data.title }}>
+      // Client-side authentication check for gated content
+      document.addEventListener('DOMContentLoaded', async () => {
+        if (!requiresAuth) return;
+        
+        console.log('[GATED CONTENT] Checking client-side auth for: ' + articleTitle);
+        
+        try {
+          const response = await fetch('/api/auth/status');
+          const authStatus = await response.json();
+          
+          const isAuthenticated = authStatus.gatedContentAuthenticated || false;
+          const authRequired = authStatus.gatedContentAuthRequired || false;
+          
+          console.log('[GATED CONTENT] Auth status - Required: ' + authRequired + ', Authenticated: ' + isAuthenticated);
+          
+          if (authRequired && !isAuthenticated) {
+            console.log('[GATED CONTENT] Redirecting for authentication: ' + articleTitle);
+            
+            // Show loading message briefly
+            const contentArea = document.querySelector('.article-content');
+            if (contentArea) {
+              contentArea.innerHTML = [
+                '<div style="text-align: center; padding: 3rem;">',
+                  '<div style="font-size: 3rem; margin-bottom: 1rem;">🔒</div>',
+                  '<h3 style="margin-bottom: 1rem;">Authentifizierung erforderlich</h3>',
+                  '<p style="margin-bottom: 2rem;">Sie werden zur Anmeldung weitergeleitet...</p>',
+                '</div>'
+              ].join('');
+            }
+            
+            // Redirect to login after brief delay
+            setTimeout(() => {
+              const currentUrl = encodeURIComponent(window.location.href);
+              window.location.href = '/api/auth/login?returnTo=' + currentUrl;
+            }, 1000);
+          } else {
+            console.log('[GATED CONTENT] Access granted for: ' + articleTitle);
+          }
+        } catch (error) {
+          console.error('[GATED CONTENT] Auth check failed:', error);
+          // On error, show auth required message
+          if (requiresAuth) {
+            const contentArea = document.querySelector('.article-content');
+            if (contentArea) {
+              const loginUrl = '/api/auth/login?returnTo=' + encodeURIComponent(window.location.href);
+              contentArea.innerHTML = [
+                '<div style="text-align: center; padding: 3rem;">',
+                  '<div style="font-size: 3rem; margin-bottom: 1rem;">⚠️</div>',
+                  '<h3 style="margin-bottom: 1rem;">Authentifizierungsfehler</h3>',
+                  '<p style="margin-bottom: 2rem;">Bitte versuchen Sie es später erneut oder melden Sie sich an.</p>',
+                  '<a href="' + loginUrl + '" class="btn btn-primary">Anmelden</a>',
+                '</div>'
+              ].join('');
+            }
+          }
+        }
+      });
+    </script>
+  )}
+
   <div class="article-layout">
     <!-- Article Header -->
     <header class="article-header">
@@ -77,8 +147,24 @@ const currentUrl = Astro.url.href;
           <h1 class="article-title">
             {displayTool?.icon && <span class="article-icon">{displayTool.icon}</span>}
             {entry.data.title}
+            {isGatedContent && (
+              <span class="gated-indicator" title="Geschützter Inhalt - Authentifizierung erforderlich">
+                🔒
+              </span>
+            )}
           </h1>
           <p class="article-description">{entry.data.description}</p>
+          
+          {isGatedContent && gatedContentAuthRequired && (
+            <div class="gated-content-notice">
+              <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" style="margin-right: 0.5rem;">
+                <rect x="3" y="11" width="18" height="11" rx="2" ry="2"/>
+                <circle cx="12" cy="16" r="1"/>
+                <path d="M7 11V7a5 5 0 0 1 10 0v4"/>
+              </svg>
+              <span>Dieser Artikel enthält geschützte Inhalte</span>
+            </div>
+          )}
         </div>
         
         <div class="article-metadata-grid">
@@ -96,6 +182,7 @@ const currentUrl = Astro.url.href;
                 </>
               )}
               <span class="badge badge-error">📖</span>
+              {isGatedContent && <span class="badge badge-warning">🔒</span>}
             </div>
           </div>
           
@@ -477,5 +564,23 @@ const currentUrl = Astro.url.href;
   });
 </script>
 
-
+<style>
+  .gated-indicator {
+    font-size: 0.875rem;
+    opacity: 0.8;
+    margin-left: 0.5rem;
+  }
+  
+  .gated-content-notice {
+    display: flex;
+    align-items: center;
+    padding: 0.75rem 1rem;
+    background-color: var(--color-warning-bg, rgba(255, 193, 7, 0.1));
+    border: 1px solid var(--color-warning, #ffc107);
+    border-radius: 0.375rem;
+    color: var(--color-warning-text, #856404);
+    font-size: 0.875rem;
+    margin-top: 1rem;
+  }
+</style>
 </BaseLayout>
\ No newline at end of file
diff --git a/src/utils/auditService.ts b/src/utils/auditService.ts
index b2ad986..4e7936c 100644
--- a/src/utils/auditService.ts
+++ b/src/utils/auditService.ts
@@ -112,27 +112,6 @@ class AuditService {
     };
   }
 
-  getDebugInfo(): {
-    config: AuditConfig;
-    environment: Record<string, any>;
-    context: string;
-  } {
-    const context = typeof process !== 'undefined' ? 'server' : 'client';
-    
-    return {
-      config: this.config,
-      environment: {
-        FORENSIC_AUDIT_ENABLED: env('FORENSIC_AUDIT_ENABLED'),
-        FORENSIC_AUDIT_DETAIL_LEVEL: env('FORENSIC_AUDIT_DETAIL_LEVEL'),
-        FORENSIC_AUDIT_RETENTION_HOURS: env('FORENSIC_AUDIT_RETENTION_HOURS'),
-        FORENSIC_AUDIT_MAX_ENTRIES: env('FORENSIC_AUDIT_MAX_ENTRIES'),
-        processEnvKeys: typeof process !== 'undefined' ? Object.keys(process.env).filter(k => k.includes('AUDIT')) : [],
-        importMetaEnvAvailable: typeof import.meta !== 'undefined' && !!(import.meta as any).env
-      },
-      context
-    };
-  }
-
   addEntry(
     phase: string,
     action: string,
@@ -396,16 +375,4 @@ class AuditService {
 }
 
 export const auditService = new AuditService();
-export type { ProcessedAuditTrail, CompressedAuditEntry };
-
-export const debugAuditService = {
-  getDebugInfo() {
-    return auditService.getDebugInfo();
-  },
-  isEnabled() {
-    return auditService.isEnabled();
-  },
-  getConfig() {
-    return auditService.getConfig();
-  }
-};
\ No newline at end of file
+export type { ProcessedAuditTrail, CompressedAuditEntry };
\ No newline at end of file
diff --git a/src/utils/auth.ts b/src/utils/auth.ts
index d2464be..ed55d3a 100644
--- a/src/utils/auth.ts
+++ b/src/utils/auth.ts
@@ -1,4 +1,4 @@
-// src/utils/auth.js (FIXED - Cleaned up and enhanced debugging)
+// src/utils/auth.js (ENHANCED - Added gated content support)
 import type { AstroGlobal } from 'astro';
 import crypto from 'crypto';
 import { config } from 'dotenv';
@@ -27,7 +27,7 @@ export interface AuthContext {
   userId: string;
 }
 
-export type AuthContextType = 'contributions' | 'ai' | 'general';
+export type AuthContextType = 'contributions' | 'ai' | 'general' | 'gatedcontent';
 
 export interface UserInfo {
   sub?: string;
@@ -260,6 +260,8 @@ function getAuthRequirement(context: AuthContextType): boolean {
       return process.env.AUTHENTICATION_NECESSARY_CONTRIBUTIONS !== 'false';
     case 'ai':
       return process.env.AUTHENTICATION_NECESSARY_AI !== 'false';
+    case 'gatedcontent':
+      return process.env.AUTHENTICATION_NECESSARY_GATEDCONTENT !== 'false';
     default:
       return true;
   }
@@ -386,4 +388,14 @@ export async function withAPIAuth(request: Request, context: AuthContextType = '
 
 export function getAuthRequirementForContext(context: AuthContextType): boolean {
   return getAuthRequirement(context);
+}
+
+// NEW: Helper function to check if gated content requires authentication
+export function isGatedContentAuthRequired(): boolean {
+  return getAuthRequirement('gatedcontent');
+}
+
+// NEW: Check if specific content should be gated
+export function shouldGateContent(isGatedContent: boolean): boolean {
+  return isGatedContent && isGatedContentAuthRequired();
 }
\ No newline at end of file
diff --git a/src/utils/embeddings.ts b/src/utils/embeddings.ts
index c3745c6..edd9ed9 100644
--- a/src/utils/embeddings.ts
+++ b/src/utils/embeddings.ts
@@ -47,13 +47,7 @@ class EmbeddingsService {
   }
 
   private async checkEnabledStatus(): Promise<void> {
-    try {
-      console.log('[EMBEDDINGS] Debug env check:', {
-        AI_EMBEDDINGS_ENABLED: process.env.AI_EMBEDDINGS_ENABLED,
-        envKeys: Object.keys(process.env).filter(k => k.includes('EMBEDDINGS')).length,
-        allEnvKeys: Object.keys(process.env).length
-      });
-      
+    try {   
       const envEnabled = process.env.AI_EMBEDDINGS_ENABLED;
       
       if (envEnabled === 'true') {
@@ -465,13 +459,4 @@ class EmbeddingsService {
 
 const embeddingsService = new EmbeddingsService();
 
-export { embeddingsService, type EmbeddingData, type SimilarityResult };
-
-export const debugEmbeddings = {
-  async recheckEnvironment() {
-    return embeddingsService.forceRecheckEnvironment();
-  },
-  getStatus() {
-    return embeddingsService.getStats();
-  }
-};
\ No newline at end of file
+export { embeddingsService, type EmbeddingData, type SimilarityResult };
\ No newline at end of file